Hello, I am Dayoung.ย
I'm a Ph.D. student researcher in Multiagent Communications and Networking Laboratory (MCNL) at the Ewha Womans University, Seoul, Republic of Korea.ย
[Research Interests]
Intelligent Network Systems - Anomaly Detection, AI-RAN
Representation Learning and Data Mining
[Contact] dayoung.choi@ewha.ac.kr
[2025.09.] ๐My workshop paper "Interpretable KPI Analytics for Resource-Efficient AI-RAN Intelligence" will be presented at NeurIPS 2025 WiML Workshop. See you in San Diego!
[2025.09.] ๐Sponsored by NRF for Ph.D. Fellowship from the National Research Foundation of Korea.
[2025.05.] ๐My journal article "Attack-specific Feature Analysis Framework for NetFlow IoT Datasets," has been accepted to Computers & Security. (Rating Q1, IF 5.4, Rank 42/258, Top 16.4%)
[2025.02.] ๐๏ธI won the Best Paper Award at KICS 2025 Winter Conference.
[2024.11.] ๐Our international conference paper "Nursesโ physical activity across work shifts in an ER using smartphones and wearable devices" has been accepted to International Council of Nurses (ICN Congress 2025).
[2024.05.] ๐กMy international patent "Method and apparatus for lightweighting autoencoder based on mutual information" has been applied.
[2024.04.] ๐ Our international conference paper "Poster: Symmetric Pruning for Lightweight Network Anomaly Detector" has been accepted to ACM International Conference on Mobile Systems, Applications, and Services (MobiSys 2024).ย ย
[2023.07.] ๐กMy patent "Method and apparatus for lightweighting autoencoder based on mutual information" has been applied.ย
[2023.06.] ๐๏ธI won the Best Paper Award at KICS 2023 Winter Conference.
[2022.10.] ๐๏ธI won the Best Paper Award at 3rd Korea Artificial Intelligence Conference.
[2022.09.] ๐I received the Student Academic Activity Support Grant at the Ewha Womans University.
[2022.04.] ๐I was sponsored by WE-UP for Undergraduate Research Opportunities Program.ย
Ewha Womans University, Seoul, Korea
Integrative Program (M.S./Ph.D.), Electronics and Electrical Engineering (Mar. 2023 ~ )
Advisor: Prof. Hyunggon Park
B.S., Electronics and Electrical Engineering (Mar. 2019 ~ Feb. 2023)ย
GPA: 3.93/4.3 Magna Cum Laude (7/50)ย
Undergraduate Researcher: Multiagent Communications and Networking Lab. (MCNL) (Apr. 2022 ~ Feb. 2023)
Advisor: Prof. Hyunggon Park
Undergraduate Researcher: Music and Audio Research Group (MARG) (Dec. 2021 ~ Feb. 2022)
Advisor: Prof. Kyogu Lee